Online scalability characterization of data-parallel programs on many cores

We present an accurate online scalability prediction model for data-parallel programs on NUMA many-core systems. Memory contention is considered to be the major limiting factor of program scalability as data parallelism limits the amount of synchronization or data dependencies between parallel work...

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Bibliographic Details
Published in:	2016 International Conference on Parallel Architecture and Compilation Techniques (PACT) pp. 191 - 205
Main Authors:	Younghyun Cho, Oh, Surim, Egger, Bernhard
Format:	Conference Proceeding
Language:	English
Published:	ACM 01.09.2016
Subjects:	Adaptation models Computational modeling Data models Kernel Predictive models Runtime Scalability
Online Access:	Get full text
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